Context Mode Output Sandbox
mksglu/context-mode
Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.
Keeps a long Claude Code task on-track — breaks out of looping/circular thinking, watches the context budget, bounds internal reasoning, and triggers a clean handoff before the window fills.
Install Qwenchance
$ npx skills add thananon/9arm-skills --skill qwenchance -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install thananon/9arm-skills qwenchance --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/thananon/9arm-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/productivity/qwenchance .claude/skills/qwenchance && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "qwenchance" agent skill from https://github.com/thananon/9arm-skills/tree/main/skills/productivity/qwenchance into .claude/skills/qwenchance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwenchance", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/thananon/9arm-skills/tree/main/skills/productivity/qwenchanceType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add thananon/9arm-skills --skill qwenchance -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install thananon/9arm-skills qwenchance --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thananon/9arm-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/productivity/qwenchance .agents/skills/qwenchance && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qwenchance" agent skill from https://github.com/thananon/9arm-skills/tree/main/skills/productivity/qwenchance into .agents/skills/qwenchance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwenchance", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add thananon/9arm-skills --skill qwenchance -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install thananon/9arm-skills qwenchance --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thananon/9arm-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/productivity/qwenchance .cursor/skills/qwenchance && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "qwenchance" agent skill from https://github.com/thananon/9arm-skills/tree/main/skills/productivity/qwenchance into .cursor/skills/qwenchance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwenchance", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/thananon/9arm-skills.git --path skills/productivity/qwenchance--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add thananon/9arm-skills --skill qwenchance -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install thananon/9arm-skills qwenchance --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thananon/9arm-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/productivity/qwenchance .gemini/skills/qwenchance && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "qwenchance" agent skill from https://github.com/thananon/9arm-skills/tree/main/skills/productivity/qwenchance into .gemini/skills/qwenchance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwenchance", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install thananon/9arm-skills qwenchanceInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add thananon/9arm-skills --skill qwenchance -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/thananon/9arm-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/productivity/qwenchance .github/skills/qwenchance && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "qwenchance" agent skill from https://github.com/thananon/9arm-skills/tree/main/skills/productivity/qwenchance into .github/skills/qwenchance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwenchance", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add thananon/9arm-skills --skill qwenchance -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install thananon/9arm-skills qwenchance --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thananon/9arm-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/productivity/qwenchance .opencode/skills/qwenchance && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "qwenchance" agent skill from https://github.com/thananon/9arm-skills/tree/main/skills/productivity/qwenchance into .opencode/skills/qwenchance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qwenchance", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
qwenchance- GitHub stars
- 3.2k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 616 words
- Files
- 1
- Skills in repo
- 6
- Repo updated
- First seen
- Licence
- None found
At a glance
Keeps a long Claude Code task on-track — breaks out of looping/circular thinking, watches the context budget, bounds internal reasoning, and triggers a clean handoff before the window fills.
- Works in 4 steps: Loops — detect and break → Thinking — keep it bounded → Context budget — count signals, don't… → …
- A clean handoff before the window fills
- SKILL.md covers Before each step — run this, 1. Loops — detect and break, 2. Thinking — keep it bounded and 3. Context budget — count…, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Qwenchance is an agent skill from thananon/9arm-skills. Keeps a long Claude Code task on-track — breaks out of looping/circular thinking, watches the context budget, bounds internal reasoning, and triggers a clean handoff before the window fills. Use when the model is repeating steps, re-reading the same files, second-guessing in circles, stuck or spinning, or running a long multi-step task at risk of exhausting context. Also use when the user says it is "looping", "going in circles", "stuck", "repeating itself", or asks for a handoff before running out of context.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Context engineering.
When your agent uses it
- A clean handoff before the window fills
- The model is repeating steps
- Re-reading the same files
- Second-guessing in circles
Example prompts
- “looping”
- “going in circles”
- “repeating itself”
- “/qwenchance”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Loops — detect and break
- Thinking — keep it bounded
- Context budget — count signals, don't estimate
- Hand off cleanly
What it can do on your machine
Read from SKILL.md and the folder at commit a1fc303. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Qwenchance loads about 1.1k tokens when it runs. Until then it costs about 132 tokens; SKILL.md has 616 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 616 words (~1,110 tokens).
“Long, multi-step work fails three ways: looping, over-thinking, and running out of context. Run the checklist below before each step. When a trigger fires, do the matching action — don't deliberate about it.”
- name
- qwenchance
Files
Just SKILL.md in skills/productivity/qwenchance of thananon/9arm-skills.
Open the folder on GitHubat commit a1fc303
Compare with similar skills
Qwenchance next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Qwenchance this skillthananon/9arm-skills | 3.2k | — | ~1.1k | Automated safety check: Pass | None | |
| Context Mode Output Sandboxmksglu/context-mode | 26k | — | ~4.1k | Automated safety check: Pass | Custom licence | |
| Memori Long-Term MemoryMemoriLabs/Memori | 17k | — | ~2k | Automated safety check: Notes | Custom licence | |
| Picoclaw Skill Creatorsipeed/picoclaw | 30k | — | ~4.4k | Automated safety check: Pass | MIT | |
| Context Mode for Antigravity CLImksglu/context-mode | 26k | — | ~850 | Automated safety check: Pass | Custom licence | |
| ccc Semantic Code Searchcocoindex-io/cocoindex-code | 2.8k | — | ~938 | Automated safety check: Pass | Apache-2.0 |
Similar skills
Memori Long-Term Memory
MemoriLabs/Memori
Connects Claude Code to Memori Cloud for long-term memory, recalling stored context before substantive replies and saving new context afterward.
Picoclaw Skill Creator
sipeed/picoclaw
Guidance for creating, updating and reviewing Picoclaw skills, from the SKILL.md structure to organizing bundled scripts, references and assets.
Context Mode for Antigravity CLI
mksglu/context-mode
Routing rules for using context-mode MCP tools in Antigravity CLI: sandboxed code runs, file analysis, indexed search and web fetches that keep large output out of the conversation.
ccc Semantic Code Search
cocoindex-io/cocoindex-code
Semantic code search and index management with the ccc CLI: the agent initializes, indexes and queries the project by concept, filtering by language or path.
Token Optimizer
alexgreensh/token-optimizer
Audits a Claude Code or Codex setup for context-window waste, fixes it with the user's approval, and measures the saving.
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Related
Categories
Questions about Qwenchance
What does Qwenchance do?
Keeps a long Claude Code task on-track — breaks out of looping/circular thinking, watches the context budget, bounds internal reasoning, and triggers a clean handoff before the window fills. Qwenchance is an agent skill from thananon/9arm-skills. Keeps a long Claude Code task on-track — breaks out of looping/circular thinking, watches the context budget, bounds internal reasoning, and triggers a clean handoff before the window fills.
When should I use Qwenchance?
Qwenchance fits situations like: A clean handoff before the window fills; the model is repeating steps; re-reading the same files; second-guessing in circles.
How do I install Qwenchance in Claude Code?
Run `npx skills add thananon/9arm-skills --skill qwenchance -a claude-code`. Or copy the skill folder (skills/productivity/qwenchance in thananon/9arm-skills) into .claude/skills/qwenchance in your project. Claude Code loads it when a task matches its description.
How do I install Qwenchance in Codex?
Run `npx skills add thananon/9arm-skills --skill qwenchance -a codex`. Or copy the skill folder (skills/productivity/qwenchance in thananon/9arm-skills) into .agents/skills/qwenchance in your project. Codex loads it when a task matches its description.
Can I use Qwenchance in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add thananon/9arm-skills --skill qwenchance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qwenchance, .gemini/skills/qwenchance, .github/skills/qwenchance and .opencode/skills/qwenchance in your project.
What does Qwenchance need to run?
SKILL.md names no scripts, command-line tools or credentials: Qwenchance is instructions for the agent only.
Does Qwenchance access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Qwenchance safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Qwenchance use?
No licence was found for Qwenchance or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Qwenchance use?
About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Qwenchance?
Skills that share tags, products or a category with Qwenchance: Context Mode Output Sandbox (mksglu/context-mode, 26k stars), Memori Long-Term Memory (MemoriLabs/Memori, 17k stars), Picoclaw Skill Creator (sipeed/picoclaw, 30k stars) and Context Mode for Antigravity CLI (mksglu/context-mode, 26k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Qwenchance?
thananon (a GitHub user) maintains it in thananon/9arm-skills, which has 3,212 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on June 14, 2026.
Source: thananon/9arm-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.